一种基于轻量级快照的软件事务性内存算法

Xiaoqiang Zhang, Lin Peng, Lunguo Xie
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摘要

软件事务性内存(STM)是一种通用的同步构造,它支持将正确的顺序对象自动转换为正确的非阻塞并发对象。我们研究了一种新的轻量级基于快照的STM验证和冲突检测(LSVCD)算法,该算法提供了可伸缩性和强一致性。在LSVCD中,每个事务维护一个本地快照版本变量,用于指示它所查看的快照状态。通过比较lsv和Global Version Number,可以快速验证事务观察到的内存快照是否一致。LSVCD可以大大降低STM读写操作、冲突检测和验证的成本。事务在没有干扰或争用的情况下进行,除非它们访问重叠的数据集。实验结果表明,LSVCD方法简单,具有很强的竞争力,与现有的STM实现相比,性能得到了显著提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Lightweight Snapshot-based Algorithm for Software Transactional Memory
Software transactional memory (STM) is a generic synchronization construct that enables automatic conversion of correct sequential objects into correct nonblocking concurrent objects. We investigate a novel lightweight snapshot-based validation and conflict detection (LSVCD) algorithm for STM that provide scaling and strong consistency. In LSVCD, each transaction maintains a local snapshot version variable used to indicate the snapshot state it views. Whether the snapshot of memory observed by a transaction is consistent or not can be verified quickly by comparing lsv with Global Version Number. LSVCD can greatly reduce the cost of read and write operations, conflict detection and validation of STM. Transactions proceed without interference or contention unless they access overlapping data sets. Experimental results show that LSVCD is simple and quite competitive, and gains a notably improvements of performance over existing STM implementation.
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